SinoXiv
3
results found
Automated pain monitoring devices are critical for effective patient care, particularly for non-communicative individuals in intensive care and post-operative settings. This paper presents the develop...
medical device system
pain assessment
facial expression recognition
surface electromyography
multi-modal fusion
clinical deployment
healthcare monitoring
Background Sepsis is a life-threatening organ dysfunction caused by a dysregulated host response to infection. Early and accurate prediction is crucial for reducing mortality. However, clinical settin...
Sepsis Early Prediction
Semantic Feature Augmentation
Dual-Source Knowledge Distillation
Large Language Models
Multi-modal Fusion
Industrial Internet-of-Things (IIoT) environments continuously generatemassive, heterogeneous streams of sensor readings, operational logs, andalarm messages, demanding intelligent systems capable of ...
Large language models
Time-series foundation models
Multi-modal fusion
Zero-shot forecasting
